# Firecrawl MCP vs Scrapfly (slim)

> Firecrawl MCP has a score of 75.5 (BB) against Scrapfly's 69.8 (B). Both do fetching pages. The largest gap is reliability, 20 points. Category scores, facts, verdicts and agent notes side by side.

- Full: https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapfly.md (~2,000 tokens) · this version ~330 tokens · JSON https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapfly.json · canonical https://www.anchorterminal.com/compare/firecrawl-mcp-vs-scrapfly
- Index: https://www.anchorterminal.com/llms.txt · API: https://www.anchorterminal.com/api/v1/index.json · Updated: 2026-10-04

Firecrawl MCP has a score of 75.5 (BB) against Scrapfly's 69.8 (B). Both do fetching pages. The largest gap is reliability, 20 points.

- Firecrawl MCP: BB 75.5, rank #34 of 452 · https://www.anchorterminal.com/tools/firecrawl-mcp.min.md
- Scrapfly: B 69.8, rank #107 of 452 · https://www.anchorterminal.com/tools/scrapfly.min.md
- Pick Firecrawl MCP for reliability (+20), agent ergonomics (+12), payments & pricing (+10). Pick Scrapfly for schema & documentation (+7).

| Category | Firecrawl MCP | Scrapfly |
| --- | --- | --- |
| Reliability (16%) | 70 | 50 |
| Performance (10%) | pending | pending |
| Schema & documentation (13%) | 88 | 95 |
| Agent ergonomics (13%) | 92 | 80 |
| Security & auth (14%) | 67 | 70 |
| Payments & pricing (10%) | 50 | 40 |
| Task success (10%) | pending | pending |
| Maintenance & community (7%) | 87 | 84 |
| Transparency & trust (7%) | 76 | 77 |